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What is ModernBERT Is More Efficient Than Conventional BER about?

This study compares the performance of ModernBERT and conventional BERT in classifying chest CT findings from Japanese radiology reports. ModernBERT shows significant improvements in tokenization efficiency and training speed, requiring 24% fewer tokens and completing training 39% faster than BERT. While ModernBERT achieved slightly better overall accuracy (74.67% vs. 72.67%), the differences in classification performance were not statistically significant.

Author

vargheeseryan

Language

EN